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2025	Novel Snapshot-Based Hyperspectral Conversion for Dermatological Lesion Detection via YOLO Object Detection Models Bioengineering Nan-Chieh Huang, Arvind Mukundan, Riya Karmakar, Syna Syna, Wen-Yen Chang, Hsiang-Chen Wang
2025	2025 International Conference on Innovation in Artificial Intelligence and Internet of Things (AIIT) Asmaa Rashed Alahmari, Laila Nassef
2024	Optimizing Target Recognition in Synthetic Aperture Radar Imagery: A Hyperparameter- Tuned Approach With Iterative Transfer Learning and Branched-Convolutional Neural Network IEEE Access Bileesh Plakkal Babu, Swathi Jamjala Narayanan
2024	MIMD Programs Execution Support on SIMD Machines: A Holistic Survey IEEE Access Dheya Mustafa, Ruba Alkhasawneh, Fadi Obeidat, Ahmed S. Shatnawi
2024	A Systematic Review of Real-Time Deep Learning Methods for Image-Based Cancer Diagnostics Journal of Multidisciplinary Healthcare Harini Sriraman, Saleena Badarudeen, Saransh Vats, Prakash Balasubramanian
2024	Advances in Systems Analysis, Software Engineering, and High Performance Computing Aswathy Ravikumar, Harini Sriraman
2024	A hardware-friendly logarithmic quantization method for CNNs and FPGA implementation Journal of Real-Time Image Processing Tao Jiang, Ligang Xing, Jinming Yu, Junchao Qian
2024	2024 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) Yutao Peng, Yaobin Wang, Tianhai Wang, Mei Han, Yunxin Xu, Pingping Tang
2024	Circumventing Stragglers and Staleness in Distributed CNN using LSTM EAI Endorsed Transactions on Internet of Things Aswathy Ravikumar, Harini Sriraman, Saddikuti Lokesh, Jitendra Sai
2024	DPro-SM – A distributed framework for proactive straggler mitigation using LSTM Heliyon Aswathy Ravikumar, Harini Sriraman
2024	Advances in Information Security, Privacy, and Ethics K. V. Kavitha, L. R. Sudha, J. S. Jayasudha
2024	The Collaboverse: A Collaborative Data-Sharing and Speech Analysis Platform Journal of Speech, Language, and Hearing Research Justin D. Dvorak, Frank R. Boutsen
2024	Convolutional Neural Networks for Glioma Segmentation and Prognosis: A Systematic Review Critical Reviews™ in Oncogenesis Janette Herr, Radka Stoyanova, Eric Albert Mellon
2023	Privacy Preservation of Genomic and Medical Data Aswathy Ravikumar, Harini Sriraman
2023	Light-Dermo: A Lightweight Pretrained Convolution Neural Network for the Diagnosis of Multiclass Skin Lesions Diagnostics Abdul Rauf Baig, Qaisar Abbas, Riyad Almakki, Mostafa E. A. Ibrahim, Lulwah AlSuwaidan, Alaa E. S. Ahmed
2023	Advances in Systems Analysis, Software Engineering, and High Performance Computing Aswathy Ravikumar, Harini Sriraman
2023	ECSA 2023 Icaro Camelo, Ana-Maria Cretu
2023	Real-time pneumonia prediction using pipelined spark and high-performance computing PeerJ Computer Science Aswathy Ravikumar, Harini Sriraman
2023	Selecting the optimal transfer learning model for precise breast cancer diagnosis utilizing pre-trained deep learning models and histopathology images Health and Technology Aswathy Ravikumar, Harini Sriraman, B. Saleena, B. Prakash
2023	A visual intelligent system for students’ behavior classification using body pose and facial features in a smart classroom Multimedia Tools and Applications Chakradhar Pabba, Vishal Bhardwaj, Praveen Kumar
2023	Advancements in Artificial Intelligence Circuits and Systems (AICAS) Electronics Tymoteusz Miller, Irmina Durlik, Ewelina Kostecka, Paulina Mitan-Zalewska, Sylwia Sokołowska, Danuta Cembrowska-Lech, Adrianna Łobodzińska
2023	Advances in Healthcare Information Systems and Administration Ling Dai, Mingming Zhou, Haipeng Liu
2023	Advances in Computational Intelligence and Robotics Aswathy Ravikumar, Harini Sriraman
2023	A Novel Mixed Precision Distributed TPU GAN for Accelerated Learning Curve Computer Systems Science and Engineering Aswathy Ravikumar, Harini Sriraman
2023	Computationally Efficient Neural Rendering for Generator Adversarial Networks Using a Multi-GPU Cluster in a Cloud Environment IEEE Access Aswathy Ravikumar, Harini Sriraman
2023	Proceedings of the Great Lakes Symposium on VLSI 2023 Mohammed E. Elbtity, Brendan Reidy, Md Hasibul Amin, Ramtin Zand
2023	Lecture Notes in Networks and Systems Anish Sarkar, Riddhirup Bera, Soham Bhattacharyya, Harini Sriraman
2023	Predicting medical device failure: a promise to reduce healthcare facilities cost through smart healthcare management PeerJ Computer Science Noorul Husna Abd Rahman, Muhammad Hazim Mohamad Zaki, Khairunnisa Hasikin, Nasrul Anuar Abd Razak, Ayman Khaleel Ibrahim, Khin Wee Lai
2023	Lecture Notes in Networks and Systems Aswathy Ravikumar, Harini Sriraman, S. Lokesh, P. Maruthi Sai Saketh
2023	Attenuate Class Imbalance Problem for Pneumonia Diagnosis Using Ensemble Parallel Stacked Pre-Trained Models Computers, Materials & Continua Aswathy Ravikumar, Harini Sriraman
2022	Advances in Computational Intelligence and Robotics Aswathy Ravikumar, Harini Sriraman
2022	TSHVNet: Simultaneous Nuclear Instance Segmentation and Classification in Histopathological Images Based on Multiattention Mechanisms BioMed Research International Yuli Chen, Yuhang Jia, Xinxin Zhang, Jiayang Bai, Xue Li, Miao Ma, Zengguo Sun, Zhao Pei
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